Accelerating LLM Inference with Speculative Decoding - LinkedIn Engineering Blog
LinkedIn's Hiring Assistant team shares how they used speculative decoding to achieve 4× higher throughput and 66% latency reduction for their AI agent. This deep dive explores n-gram speculation, implementation strategies with vLLM, and practical lessons for serving LLMs at scale in production.
Nov 6, 2025
The Teacher is the New Engineer - Inside the Rise of AI Enablement and PromptOps - VentureBeat Article
As generative AI becomes deeply embedded in enterprise workflows, organizations are realizing that AI systems require structured onboarding — just like human employees. This article explores the emerging discipline of AI enablement and PromptOps, emphasizing governance, contextual training, feedback loops, and continuous evaluation to ensure responsible and effective AI deployment.
Oct 19, 2025
Agents In The Loop Hackathon - 2025
A weekend hackathon in San Francisco focusing on building agentic workflows that work with us and not (only) for us, featuring $5,000+ in prizes sponsored by [Anthropic](https://www.anthropic.com/), [Google](https://www.google.com), [Hudson River Trading](https://www.hudsonrivertrading.com/), [Entrepreneurs First](https://www.joinef.com/), [Mastra](https://mastra.ai/), etc. and expert judges from leading tech companies.
Aug 2, 2025
Featured on Sandesh for Contributions in AI and Computational Mathematics
Dhyey Mavani was featured on the Sandesh Newspaper for his groundbreaking work and global contributions in AI and computational mathematics, particularly highlighting his theses and innovative software solutions.
Jul 11, 2025
🚀 Key Learnings from Y Combinator AI Startup School 2025
Insights from OpenAI’s Sam Altman, Microsoft’s Satya Nadella, Andrej Karpathy, Elon Musk, and others on the evolving AI landscape, startup defensibility, agent-based systems, and next-gen product development.
Jun 17, 2025
Y Combinator AI Start-up School 2025
Selected and sponsored to attend Y Combinator’s inaugural AI Startup School, joining 2,500 global builders and leaders in San Francisco.
Jun 16, 2025
Stanford CS336 - Language Modeling from Scratch
Learning internals of LLMs and its components!
Jun 6, 2025
Panel 2 - AI Applications - LogFlowAI - Transforming DevOps with Automation, Real-Time Analytics & AI
Panelist for AI Applications Representing LogFlowAI initiative (proactive log-based analysis instead of reactive approaches)
Apr 19, 2025
Social Impact Podcast – Purposeful Careers, AI, and Entrepreneurship
Exploring the academic and entrepreneurial journey of Dhyey Mavani ’25, and how he’s bridged STEM and liberal arts through impactful leadership, AI, and campus engagement.
Apr 9, 2025
Hack the Herd 2025 - AI in Sustainability Hackathon
A 24-hour hackathon focusing on AI-driven solutions for campus sustainability challenges, featuring $1000+ in prizes and industry expert judges.
Mar 29, 2025